With regard to the 12 classes of thyroid tumor defined, we found that more than half of the 104 relevant and cross-validated differential genes were also related to other classes, such as AT, GD, TUM, FTAb, which were not shared by the two main datasets, i.e. the Giordano dataset and the Fontaine dataset. Here, PAEP is linked to thyroid tumor.